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The phrase "auxiliary data are necessary" is correct and usable in written English.
It can be used in contexts where you are discussing the importance of additional data that supports or enhances the primary data being analyzed or presented.
Example: "In order to improve the accuracy of our model, we concluded that auxiliary data are necessary for better predictions."
Alternatives: "supplementary data are essential" or "additional data are required".
Exact(1)
Thus, a relevant question of practicality is, "what assumptions or auxiliary data are necessary to reliably estimate population trends with age-at-harvest data?" Auxiliary datasets previously considered have included those generated by radio telemetry studies to inform survival probabilities [1], [2] and mark-recovery studies to inform survival and harvest rates [6].
Similar(59)
More data are necessary.
Critical data are the most relevant and highly necessary, while auxiliary data are the least relevant for the applications.
Critical data are always retransmitted if corrupted while corrupted packets carrying auxiliary data are never recovered.
Auxiliary data are used in the selection of Swarm data for deriving Level-2 products.
Thus, in the standard case, auxiliary data are available for all population elements.
The values of ±1 for the auxiliary data are assigned in an arbitrary way.
In addition, the amount of auxiliary data is decreased by employing the adjacent pixels information.
Additional or auxiliary views are necessary to represent the true size and shape of other plane surfaces.
The following auxiliary results are necessary for the proofs of the main results.
The auxiliary traces are necessary to provide a neuroanatomically correct separation of rostral and caudal parts of the hippocampus from adjacent nonhippocampal brain tissue.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com